最 低 价：￥342.00
定 价：￥579.69
作 者：Naoki Abe RoniKhardonThomasZeugmann 著 著
出 版 社：湖南文艺出版社
出版时间：2001-12-1
I S B N：3540428755
| Editors' Introduction Invited Papers The Discovery Science Project in Japan Queries Revisited Robot Baby 2001 Discovering Mechanisms: A Computational Philosophy of Science Perspective Inventing Discovery Tools: Combining Information Visualization with Data Mining Complexity of Learning On Learning Correlated Boolean Functions Using Statistical Queries A Simpler Analysis of the Multi-way Branching Decision Tree Boosting Algorithm Minimizing the Quadratic Training Error of a Sigmoid Neuron Is Hard Support Vector Machines Learning of Boolean Functions Using Support Vector Machines A Random Sampling Technique for Training Support Vector Machines (For Primal-Form Maximal-Margin Classifiers) New Learning Models Learning Coherent Concepts Learning Intermediate Concepts Real-Valued Multiple-Instance Learning with Queries Online Learning Loss Functions, Complexities, and the Legendre Transformation Non-linear Inequalities between Predictive and Kolmogorov Complexities Inductive Inference Learning by Switching Type of Information Learning How to Separate Learning Languages in a Union On the Comparison of Inductive Inference Criteria for Uniform Learning of Finite Classes Refutable Inductive Inference Refutable Language Learning with a Neighbor System Learning Recursive Functions Refutably Refuting Learning Revisited Learning Structures and Languages Efficient Learning of Semi-structured Data from Queries …… Author Index |
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